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Model Architecture

4,354 papers

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Papers

Learning Deep Architectures via Generalized Whitened Neural Networks ICML 2017
Deciding How to Decide: Dynamic Routing in Artificial Neural Networks ICML 2017
Efficient Orthogonal Parametrisation of Recurrent Neural Networks Using Householder Reflections ICML 2017
Equivariance Through Parameter-Sharing ICML 2017
Large-Scale Evolution of Image Classifiers ICML 2017
Axiomatic Attribution for Deep Networks ICML 2017
Beyond Filters: Compact Feature Map for Portable Deep Model ICML 2017
Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering ICML 2017
Combined Group and Exclusive Sparsity for Deep Neural Networks ICML 2017
Theoretical Properties for Neural Networks with Weight Matrices of Low Displacement Rank ICML 2017
EigenNet: Towards Fast and Structural Learning of Deep Neural Networks IJCAI 2017
Right for the Right Reasons: Training Differentiable Models by Constraining their Explanations IJCAI 2017
Diverse Neuron Type Selection for Convolutional Neural Networks IJCAI 2017
An Attention-based Regression Model for Grounding Textual Phrases in Images IJCAI 2017
Dynamic Compositional Neural Networks over Tree Structure IJCAI 2017
A Neural Model for Joint Event Detection and Summarization IJCAI 2017
Text Sentiment Analysis based on Fusion of Structural Information and Serialization Information IJCNLP 2017
Local Monotonic Attention Mechanism for End-to-End Speech And Language Processing IJCNLP 2017
Attentive Language Models IJCNLP 2017
Sentence Modeling with Deep Neural Architecture using Lexicon and Character Attention Mechanism for Sentiment Classification IJCNLP 2017
End-to-end Network for Twitter Geolocation Prediction and Hashing IJCNLP 2017
CKY-based Convolutional Attention for Neural Machine Translation IJCNLP 2017
YNU-HPCC at IJCNLP-2017 Task 5: Multi-choice Question Answering in Exams Using an Attention-based LSTM Model IJCNLP 2017
Integrating Articulatory Information in Deep Learning-Based Text-to-Speech Synthesis INTERSPEECH 2017
Attention Based CLDNNs for Short-Duration Acoustic Scene Classification INTERSPEECH 2017